Zhiyu Chen
38 papers · 2019–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Natural Language Processing
(25)
Artificial Intelligence
(24)
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(23)
Machine Learning
(22)
Applications
(15)
Deep Learning
(14)
Learning Types Β· Machine Learning
(14)
Generation
(11)
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(9)
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Healthcare & Medicine
(3)
Keywords
large language model
(9)
few-shot learning
(5)
pre-trained language model
(4)
retrieval-augmented generation
(3)
text classification
(3)
reinforcement learning
(3)
text generation
(3)
intent classification
(3)
dialogue system
(3)
multilingual nlp
(2)
language model
(2)
word embedding
(2)
language modeling
(2)
question answering
(2)
benchmark evaluation
(2)
natural language generation
(2)
semantic parsing
(2)
named entity recognition
(2)
model compression
(2)
information retrieval
(2)
Papers
RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue
AAAI 2026
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
NAACL 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction
ACL 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG
EMNLP 2025
LMR-BENCH: Evaluating LLM Agentβs Ability on Reproducing Language Modeling Research
EMNLP 2025
ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks
ACL 2025
REIC: RAG-Enhanced Intent Classification at Scale
EMNLP 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
EMNLP 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching
ACL 2025
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
COLING 2024
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers
ACL 2024
Identifying High Consideration E-Commerce Search Queries
EMNLP 2024
Multimodal Procedural Planning via Dual Text-Image Prompting
EMNLP 2024
PATIENT-π: Using Large Language Models to Simulate Patients for Training Mental Health Professionals
EMNLP 2024
Answering Unanswered Questions through Semantic Reformulations in Spoken QA
ACL 2023
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting
EMNLP 2023
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search
ACL 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
ICML 2023
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization
EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition
EMNLP 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)
SemEval 2023
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
EMNLP 2022
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
ICLR 2022
Inductive Relation Prediction by BERT
AAAI 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
NAACL 2022
Reinforced Question Rewriting for Conversational Question Answering
EMNLP 2022
FinQA: A Dataset of Numerical Reasoning over Financial Data
EMNLP 2021
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing
EACL 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud
ACML 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
EMNLP 2021
Few-Shot NLG with Pre-Trained Language Model
ACL 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
EMNLP 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms
EMNLP 2020
Logical Natural Language Generation from Open-Domain Tables
ACL 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification
ICML 2020
Global Textual Relation Embedding for Relational Understanding
ACL 2019
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
NAACL 2019